ON THE ROBUSTNESS OF THE BOWL PHENOMENON

Authors
Citation
Fs. Hillier et Kc. So, ON THE ROBUSTNESS OF THE BOWL PHENOMENON, European journal of operational research, 89(3), 1996, pp. 496-515
Citations number
22
Categorie Soggetti
Management,"Operatione Research & Management Science
ISSN journal
03772217
Volume
89
Issue
3
Year of publication
1996
Pages
496 - 515
Database
ISI
SICI code
0377-2217(1996)89:3<496:OTROTB>2.0.ZU;2-H
Abstract
The bowl phenomenon provides a way of increasing the throughput of som e production line systems with variable processing times by purposely unbalancing the line in a certain manner. However, achieving this incr ease in throughput depends on correctly identifying the values of the system parameters to estimate the optimal amount of unbalance and then actually being able to assign work to stations according to the optim al bowl allocation. In this paper we study the robustness of the bowl phenomenon by examining the effect of inaccurately estimating the opti mal amount of unbalance and the effect of deviating from the optimal b owl allocation. Our results show that the bowl phenomenon is relativel y robust in the sense that fairly large errors (even 50%) in the amoun t of unbalance still provide most of the potential improvement in thro ughput over a perfectly balanced line. Moreover, the throughput still exceeds that of a perfectly balanced line in most cases even when the work allocation to each station deviates from the optimal bowl allocat ion by as much as 10%. We also address the question of whether the opt imal bowl allocation or the balanced line provides a more robust 'targ et' when assigning work to stations. When the deviations from these tw o targets are of the same magnitude, we found that the optimal bowl al location target yields the larger throughput in most cases, where the average difference between their throughputs is roughly the same as th e difference between the optimal throughput and the throughput of a ba lanced line. Furthermore, for the same magnitude of deviation, the thr oughput depends more heavily on the direction of the deviation from th e balanced line than that from the optimal bowl allocation, so that th e risk of a substantially reduced throughput is much larger when using the balanced line as the target. Therefore, the optimal bowl allocati on provides a much more robust target than the balanced line.